DIANA-microT web server: elucidating microRNA functions through target prediction

被引:440
作者
Maragkakis, M. [1 ]
Reczko, M. [1 ,6 ]
Simossis, V. A. [1 ]
Alexiou, P. [1 ]
Papadopoulos, G. L. [1 ]
Dalamagas, T. [2 ]
Giannopoulos, G. [2 ,3 ]
Goumas, G. [4 ]
Koukis, E. [4 ]
Kourtis, K. [4 ]
Vergoulis, T. [2 ,3 ]
Koziris, N. [4 ]
Sellis, T. [2 ,3 ]
Tsanakas, P. [4 ]
Hatzigeorgiou, A. G. [1 ,5 ]
机构
[1] Biomed Sci Res Ctr Alexander Fleming, Dept Mol Oncol, Vari, Greece
[2] Athena Res Ctr, Dept Management Informat Syst, Athens, Greece
[3] Natl Tech Univ Athens, Sch Elect & Comp Engn, Dept Comp Sci, Knowledge & Database Syst Lab, GR-10682 Athens, Greece
[4] Natl Tech Univ Athens, Sch Elect & Comp Engn, Dept Comp Sci, Comp Syst Lab, GR-10682 Athens, Greece
[5] Univ Penn, Dept Comp & Informat Sci, Philadelphia, PA 19104 USA
[6] Synapt Ltd, Iraklion, Greece
关键词
GENES;
D O I
10.1093/nar/gkp292
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
Computational microRNA (miRNA) target prediction is one of the key means for deciphering the role of miRNAs in development and disease. Here, we present the DIANA-microT web server as the user interface to the DIANA-microT 3.0 miRNA target prediction algorithm. The web server provides extensive information for predicted miRNA: target gene interactions with a user-friendly interface, providing extensive connectivity to online biological resources. Target gene and miRNA functions may be elucidated through automated bibliographic searches and functional information is accessible through Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. The web server offers links to nomenclature, sequence and protein databases, and users are facilitated by being able to search for targeted genes using different nomenclatures or functional features, such as the genes possible involvement in biological pathways. The target prediction algorithm supports parameters calculated individually for each miRNA: target gene interaction and provides a signal-to-noise ratio and a precision score that helps in the evaluation of the significance of the predicted results. Using a set of miRNA targets recently identified through the pSILAC method, the performance of several computational target prediction programs was assessed. DIANA-microT 3.0 achieved there with 66% the highest ratio of correctly predicted targets over all predicted targets. The DIANA-microT web server is freely available at www.microrna.gr/microT.
引用
收藏
页码:W273 / W276
页数:4
相关论文
共 14 条
[1]
MicroRNAs: Genomics, biogenesis, mechanism, and function (Reprinted from Cell, vol 116, pg 281-297, 2004) [J].
Bartel, David P. .
CELL, 2007, 131 (04) :11-29
[2]
Principles of MicroRNA-target recognition [J].
Brennecke, J ;
Stark, A ;
Russell, RB ;
Cohen, SM .
PLOS BIOLOGY, 2005, 3 (03) :404-418
[3]
Inference of miRNA targets using evolutionary conservation and pathway analysis [J].
Gaidatzis, Dimos ;
van Nimwegen, Erik ;
Hausser, Jean ;
Zavolan, Mihaela .
BMC BIOINFORMATICS, 2007, 8
[4]
MicroRNA targeting specificity in mammals: Determinants beyond seed pairing [J].
Grimson, Andrew ;
Farh, Kyle Kai-How ;
Johnston, Wendy K. ;
Garrett-Engele, Philip ;
Lim, Lee P. ;
Bartel, David P. .
MOLECULAR CELL, 2007, 27 (01) :91-105
[5]
KEGG: Kyoto Encyclopedia of Genes and Genomes [J].
Kanehisa, M ;
Goto, S .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :27-30
[6]
Redirection of silencing targets by adenosine-to-inosine editing of miRNAs [J].
Kawahara, Yukio ;
Zinshteyn, Boris ;
Sethupathy, Praveen ;
Iizasa, Hisashi ;
Hatzigeorgiou, Artemis G. ;
Nishikura, Kazuko .
SCIENCE, 2007, 315 (5815) :1137-1140
[7]
The role of site accessibility in microRNA target recognition [J].
Kertesz, Michael ;
Iovino, Nicola ;
Unnerstall, Ulrich ;
Gaul, Ulrike ;
Segal, Eran .
NATURE GENETICS, 2007, 39 (10) :1278-1284
[8]
A genome-wide map of conserved microRNA targets in C. elegans [J].
Lall, S ;
Grün, D ;
Krek, A ;
Chen, K ;
Wang, YL ;
Dewey, CN ;
Sood, P ;
Colombo, T ;
Bray, N ;
MacMenamin, P ;
Kao, HL ;
Gunsalus, KC ;
Pachter, L ;
Piano, F ;
Rajewsky, N .
CURRENT BIOLOGY, 2006, 16 (05) :460-471
[9]
THE C-ELEGANS HETEROCHRONIC GENE LIN-4 ENCODES SMALL RNAS WITH ANTISENSE COMPLEMENTARITY TO LIN-14 [J].
LEE, RC ;
FEINBAUM, RL ;
AMBROS, V .
CELL, 1993, 75 (05) :843-854
[10]
Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets [J].
Lewis, BP ;
Burge, CB ;
Bartel, DP .
CELL, 2005, 120 (01) :15-20